Proficiency Level Classification of Foreign Language Learners Using Machine Learning Algorithms and Multilingual Models.
Bogumila HnatkowskaDamian WawrzyniakPublished in: ICCCI (2022)
Keyphrases
- machine learning algorithms
- benchmark data sets
- machine learning methods
- machine learning
- learning algorithm
- machine learning models
- machine learning approaches
- decision trees
- predictive accuracy
- learning problems
- learning models
- input features
- learning tasks
- supervised learning algorithms
- random forests
- classification models
- multiclass classification
- data sets
- active learning
- multi class
- digital libraries
- statistical machine learning
- standard machine learning algorithms